Anchors as Explanations

Data Skeptic

Episode | Podcast

Date: Fri, 28 Feb 2020 14:46:33 +0000

<p>We welcome back <a href="https://homes.cs.washington.edu/~marcotcr/" rel="nofollow">Marco Tulio Ribeiro</a> to discuss research he has done since our original discussion on <a href="https://dataskeptic.com/blog/episodes/2016/trusting-machine-learning-models-with-lime" rel="nofollow">LIME</a>.</p> <p>In particular, we ask the question <a href="https://homes.cs.washington.edu/~marcotcr/acl19_implication.pdf" rel="nofollow">Are Red Roses Red?</a> and discuss how <a href="https://homes.cs.washington.edu/~marcotcr/aaai18.pdf" rel="nofollow">Anchors</a> provide high precision model-agnostic explanations.</p> <hr /> <p>Please take our <a href="https://docs.google.com/forms/d/e/1FAIpQLSc7SbmG04zJFxrDsMH0uIm1geqKwDSJ6P3gq3oGl_9T251Pww/viewform" rel="nofollow">listener survey</a>.</p>